RemoteLeaf Logo
Log in Sign up

Senior Machine Learning Engineer

2 months ago
United States
Full-time
Lead
Machine Learning Engineer
Software Development
Amplitude AWS dbt Git Machine Learning NLP Python Snowflake SQL
Apply Now
GOAT Group

GOAT Group

GOAT Group is a global platform offering the greatest products from the past, present, and future. Established in 2015, it has evolved into the premier sneaker marketplace worldwide, expanding to provide apparel and accessories from emerging, contempor...

Retailing
1K-5K
$493M raised
View All Jobs 13

Description

  • Lead the data team’s efforts to improve recommendation and search algorithms, with a focus on inventory relevance and quality.
  • Develop proprietary AI and machine learning solutions tailored to Grailed’s peer-to-peer marketplace and one-of-one listings.
  • Identify business problems that can be solved with data and take ideas from proposal through alignment and execution.
  • Establish best practices for training, development, testing, and maintenance of data models, including A/B testing and stakeholder communication.
  • Own deployment of trained models into production with Data and ML Engineers, including reliable execution in Snowflake and integration with existing pipelines.
  • Maintain version control of code and configurations using Git.
  • Mine user data to identify personalization opportunities and define and track related KPIs.
  • Build and maintain Snowflake data models to support analytics, reporting, and business insights.
  • Use Python to develop machine learning models and structure output into consumable data flows.
  • Develop user-to-user mapping capabilities and apply search technologies to improve product discovery and personalization.
  • Analyze message content to detect potentially fraudulent activity such as scams, off-platform transaction requests, and phishing attempts.
  • Collaborate cross-functionally with product managers, engineers, designers, marketing, and business stakeholders on data-driven solutions.

Requirements

  • 8+ years of relevant experience in a data or quantitative role, with success in a startup, high-growth, or fast-paced environment.
  • Graduate degree in data science, analytics, mathematics, machine learning, computer science, or a related field is a plus.
  • Strong analytical experience in a product or business setting may substitute for formal advanced education.
  • Experience in marketplace, e-commerce, or fashion/retail domains is preferred.
  • Experience working in a web and mobile app product environment is preferred.
  • Marketing analytics experience is a bonus.
  • Demonstrated success communicating with nontechnical cross-functional partners and telling stories with data to audiences from C-suite to individual contributors.
  • History of mentoring or developing teammates.
  • Ongoing learning through certifications, open-source contributions, or personal projects is a plus.
  • Expert-level proficiency in SQL, Python, and complex mathematical concepts related to recommendation and personalization engines.
  • Proven expertise in advanced statistical modeling, causal inference, experiment/test design, and machine learning algorithms.
  • Expert-level proficiency in Python for data manipulation, statistical analysis, and model development.
  • Practical experience with vector databases and embeddings for user-to-user or user-to-item mapping, semantic search, or item similarity is preferred.
  • Experience with Snowflake for SQL and data warehousing is preferred.
  • Experience with DBT for modular, version-controlled data transformations is preferred.
  • Experience with Git for collaborative code development and review is preferred.
  • Experience with recommendation and personalization products at scale.
  • Experience building models for listing quality, item classification, and NLP on unstructured text.
  • Experience modeling time-series forecasts for market trends, seasonality, demand prediction, and related KPIs.
  • Experience with Looker, Amplitude, Fivetran, and AWS Lambdas is a plus.

Benefits

  • Hiring range of $134,240 to $197,200 USD, with geographic pay tiers up to $197,200 USD depending on location.
  • Benefits include 401(k).
  • Benefits include paid time off.
  • Benefits include medical coverage.
  • Benefits include dental coverage.
  • Benefits include vision coverage.
  • Benefits include disability insurance.
  • Benefits include life insurance options.

Interested in this position?

Apply directly on the company website

Apply Now

Similar Roles

Monzo

Machine Learning Manager, Fincrime

Monzo 1K-5K Banks

Monzo is hiring a Machine Learning Manager to lead ML specialists in its Fraud team, developing controls that protect customers from financial crime while keeping the product smooth, fair and effective at scale.

United Kingdom Full-time Lead Machine Learning Engineer Operations Manager
$145k-$196k
Feature Engineering Machine Learning
7 hours, 52 minutes ago
Zeta Global

ML Ops Engineer

Zeta Global 1K-5K Media

Zeta Global is hiring an ML Engineer / Data Scientist to develop and deploy machine learning solutions for its AI-powered marketing platform in a cloud environment, with a focus on turning data science into production impact.

Germany Full-time Mid Level Machine Learning Engineer
Agile Apache Airflow Apache Spark AWS CI/CD dbt Deep Learning Docker Generative AI GitLab CI gRPC LLM Machine Learning MLflow Python PyTorch Scikit-learn SQL Statistics TensorFlow XGBoost
8 hours, 22 minutes ago
Wellhub

Senior MLOps Engineer

Wellhub 1-10 Gas Utilities

Wellhub is hiring a Senior MLOps Engineer in Brazil to help build and evolve the cloud-native ML platform that supports global AI development and deployment at scale.

Brazil Full-time Senior Machine Learning Engineer
Apache Spark AWS CI/CD Kubeflow Kubernetes Machine Learning MLOps Python Terraform
8 hours, 22 minutes ago
W

Machine Learning Engineer, Simulation Evaluation

Waymo Autonomous vehicles, robotics, AI, ride-hailing / mobility tech

Waymo is hiring a machine learning engineer or researcher to advance simulator evaluation for autonomous driving by building systems that measure the realism of multimodal world models and generative simulation.

United States Full-time Senior Machine Learning Engineer
$213k-$263k
C++ Computer Vision Deep Learning Generative AI Machine Learning Python PyTorch
8 hours, 22 minutes ago

You're on a roll! Sign up now to keep applying.

Sign Up

Already have an account? Log in

Used by 14,729+ remote workers